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mord: Ordinal Regression in Python

mord is a Python package that implements some ordinal regression methods following the scikit-learn API.


What is ordinal regression ?

Ordinal Regression denotes a family of statistical learning methods in which the goal is to predict a variable which is discrete and ordered. For example, predicting the movie rating on a scale of 1 to 5 starts can be considered an ordinal regression task.

In this package we provide different models for the ordinal regression task. We categorize them between Threshold-based models, Regression-based models and Classification-based models.

Threshold-based models

Regression-based models

Classification-based models

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